Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks.
Steffen IlliumThore SchillmanRobert MüllerThomas GaborClaudia Linnhoff-PopienPublished in: ICAART (3) (2022)
Keyphrases
- empirical analysis
- recurrent neural networks
- empirical studies
- neural network
- theoretical analysis
- recurrent networks
- reservoir computing
- feed forward
- complex valued
- long short term memory
- artificial neural networks
- neural model
- listed companies
- echo state networks
- distance measure
- nonlinear dynamic systems
- cascade correlation
- feedforward neural networks
- memory usage
- chaotic time series
- memory requirements
- data mining